We wanted to see what was possible, so we designed, developed and executed our own10 billion row challenge. We built a machine learning model with 10 billion rows and 100 columns and ran and completed the first of its kind 1 trillion element benchmark using a sophisticated Gradient Boosted Trees (GBT) model. View our results here.
Skytree – The Machine Learning Company® is disrupting the Advanced Analytics market with our enterprise-grade machine-learning platform that gives organizations the power to discover deep analytic insights, predict future trends, make recommendations and reveal untapped markets and customers. Skytree’s mission is to bring the power of state-of-the-art machine learning to everyone: including data scientists, developers and non-experts alike.
The Skytree machine-learning platform is built for speed and scalability, allowing users to build the most accurate machine-learning models, faster. Skytree machine-learning software delivers an end-to-end model building experience, from data preparation to model creation and deployment. Skytree automates the machine learning model-building process, saving you time. Machine-learning models using Skytree can be built using all of your data, both structured and unstructured, with no down sampling required.